Using the constructed ERP and perspective datasets, we analyze the correlation between image FoV, baseline displacement, and view synthesis quality.
In detail, we synthesize novel views for each viewpoint via Depth-Image-Based Rendering (DIBR) [1]} for both perspective images and ERP images with their ground truth depth maps. To make a fair comparison, we stitch the synthesized perspective images as ERP format and eliminate the image stitching error during comparison. The error metric used in the comparison is the Mean Squared Error(MSE).
